RETRYABLE_EXCEPTIONS = (InternalServerError, TooManyRequests, ServiceUnavailable, BadGateway)

...

    def _execute_query_job(self, query_job, query, max_wait_secs=None):
        # Need to do retries manually, since the built-in retry doesn't work within a try/except.
        start_time = datetime.datetime.utcnow()
        deadline = start_time + datetime.timedelta(seconds=max_wait_secs or self.max_wait_secs)
        i = 1
        while datetime.datetime.utcnow() < deadline:
            try:
                return query_job.result()
            except RETRYABLE_EXCEPTIONS:
                time.sleep(i**2)
                i += 1
            except GoogleCloudError as e:
                msg = str(e)
                # Put line numbers next to the SQL.
                lines = query.split('\n')
                longest = max(len(l) for l in lines)
                # Print out a 'ruler' above and below the SQL so we can judge columns.
                ruler = ' ' * 4 + '|'  # Left pad for the line numbers (4 digits plus ':')
                for _ in range(longest / 10):
                    ruler += ' ' * 4 + '.' + ' ' * 4 + '|'
                header = '-----Offending Sql Follows-----'
                padding = ' ' * ((longest - len(header)) / 2)
                msg += '\n\n{}{}\n\n{}\n{}\n{}'.format(padding, header, ruler, '\n'.join(
                    '{:4}:{}'.format(n + 1, line) for n, line in enumerate(lines)), ruler)
                raise RuntimeError(msg)
        raise RuntimeError('Deadline of {} seconds exceeded.'.format(max_wait_secs))